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Cards - Execution started 27/09/2025 12:15 UTC
By Guilherme Ruiz

---

Table of Contents

• 1 Data aquisition
  • 1.1 Fetch online data
  • 1.2 Merge data
• 2 Check changes
  • 2.1 Load previous data
  • 2.2 Generate changelog
  • 2.3 Save data
• 3 Data visualization
  • 3.1 Full data
  • 3.2 Card types
  • 3.3 Monsters
    • 3.3.1 Attributes
    • 3.3.2 Primary types
      • 3.3.2.1 Has effect discrimination
      • 3.3.2.2 Is pendulum discrimination
      • 3.3.2.3 By attribute
    • 3.3.3 Secondary types
      • 3.3.3.1 By attribute
      • 3.3.3.2 By primary type
    • 3.3.4 Monster types
      • 3.3.4.1 By Attribute
      • 3.3.4.2 By primary type
      • 3.3.4.3 By secondary type
    • 3.3.5 ATK
    • 3.3.6 DEF
    • 3.3.7 Level/Rank
      • 3.3.7.1 ATK statistics
      • 3.3.7.2 DEF statistics
    • 3.3.8 Pendulum scale
      • 3.3.8.1 ATK statistics
      • 3.3.8.2 DEF statistics
      • 3.3.8.3 Level/Rank statistics
    • 3.3.9 Link
      • 3.3.9.1 ATK statistics
    • 3.3.10 Link Arrows
      • 3.3.10.1 By combination
      • 3.3.10.2 By unique
      • 3.3.10.3 By link
  • 3.4 Spell & Trap
    • 3.4.1 Properties
  • 3.5 Effect type
    • 3.5.1 Card type discrimination
  • 3.6 Archseries
    • 3.6.1 By card type
    • 3.6.2 By primary type
    • 3.6.3 By secondary type
    • 3.6.4 By monster type
    • 3.6.5 By property
  • 3.7 Artworks
    • 3.7.1 By card type
    • 3.7.2 By primary type
  • 3.8 Errata
    • 3.8.1 By card type
    • 3.8.2 By primary type
    • 3.8.3 By artwork
  • 3.9 TCG & OCG status
    • 3.9.1 TGC status
      • 3.9.1.1 By card type
      • 3.9.1.2 By monster type
      • 3.9.1.3 By archseries
    • 3.9.2 OCG status
      • 3.9.2.1 By card type
      • 3.9.2.2 By monster type
      • 3.9.2.3 By archseries
    • 3.9.3 TCG vs. OCG status
• 4 Extras
  • 4.1 Counters and Tokens
  • 4.2 Unusable cards
  • 4.3 Multiple secondary types
  • 4.4 Not yet released
  • 4.5 Page name differs from card name
• 5 Epilogue
  • 5.1 HTML export

Data aquisition

Fetch online data

Downloading monsters

9010 results

Downloading Spells

1000 results

Downloading Traps

2018 results

Downloading tokens

187 results

Downloading counters

15 results

Downloading all errata

5823 results

Downloading unusable cards

19 results

Merge data

Data merged

Check changes

Load previous data

Cards file loaded.

Generate changelog

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

New cards:

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Changelog saved

Save data

Data saved

Data visualization

Full data

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Full data available to download here

Card types

Total number of card types:

3

Monsters

Attributes

Total number of attributes:

7

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Primary types

Total number of primary types:

7

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Has effect discrimination

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Obs: Normal monster can have effect if it is pendulum

Is pendulum discrimination

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By attribute

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Secondary types

Total number of secondary types:

6

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By attribute

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By primary type

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Monster types

Total number of monster types:

26

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By Attribute

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By primary type

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By secondary type

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ATK

Total number of ATK values:

86

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DEF

Total number of DEF values:

79

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Level/Rank

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ATK statistics

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DEF statistics

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Pendulum scale

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ATK statistics

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DEF statistics

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Level/Rank statistics

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Link

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ATK statistics

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Link Arrows

By combination

Total number of link arrow combinations:

66

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By unique

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By link

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Spell & Trap

Properties

Total number of properties:

9

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Effect type

Total number of effect types:

16

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Card type discrimination

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Archseries

Total number of Archseries:

812

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By card type

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By primary type

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By secondary type

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By monster type

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By property

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Artworks

Total number of cards with edited or alternate artworks:

787

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By card type

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By primary type

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More granularity is unnecessary

Errata

Total number of cards with errata:

4947

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By card type

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By primary type

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More granularity is unnecessary

By artwork

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TCG & OCG status

TGC status

Total number of TCG status:

6

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By card type

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By monster type

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By archseries

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OCG status

Total number of OCG status:

6

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By card type

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By monster type

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By archseries

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TCG vs. OCG status

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Extras

Counters and Tokens

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Unusable cards

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Multiple secondary types

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Not yet released

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Page name differs from card name

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Epilogue

[main 823cf0d] Cards report benchmarked - 2025-09-27T12:20:18.585038+00:00
 1 file changed, 5 insertions(+)

Execution completed 27/09/2025 12:20 UTC

HTML export

Notebook saved to disk

Git